Multi-class Classification on AGNews IID
94.24AccuracyFedAlign-MoE
Evaluation results
| Method | Links | ||
|---|---|---|---|
| FedAlign-MoEModel=Switch-base-162026.03 | 94.24 | — | |
| FedAlign-MoEModel=DeepSeek-MoE-16B2026.03 | 94.02 | — | |
| FedMoEModel=Switch-base-162026.03 | 93.39 | — | |
| PFL-MoEModel=Switch-base-162026.03 | 93.18 | — | |
| FedProxModel=Switch-base-162026.03 | 92.9 | — | |
| FedMoEModel=DeepSeek-MoE-16B2026.03 | 92.89 | — | |
| PFL-MoEModel=DeepSeek-MoE-16B2026.03 | 92.72 | — | |
| WAFFLESetting=IID2026.03 | 92.66 | 99.93 | |
| FedAvgModel=Switch-base-162026.03 | 92.63 | — | |
| FedAvgSetting=IID2026.03 | 92.51 | — | |
| FedProxModel=DeepSeek-MoE-16B2026.03 | 92.44 | — | |
| EmbTrackerSetting=IID2026.03 | 92.38 | 99.95 | |
| FedAvgModel=DeepSeek-MoE-16B2026.03 | 92.06 | — | |
| FedTrackerSetting=IID2026.03 | 91.12 | 87.34 |